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ORCIDWIRN 2023: Vietri sul Mare, Salerno, Italy
- Anna Esposito
, Marcos Faúndez-Zanuy, Francesco Carlo Morabito, Eros Pasero, Gennaro Cordasco:
Advanced Neural Artificial Intelligence: Theories and Applications, selected papers presented at the International Workshops on Neural Network (WIRN 2023), Vietri sul Mare, Italy. Smart Innovation, Systems and Technologies 428, Springer 2025, ISBN 978-981-96-0993-2
Theoretical Frameworks and Applications of Neural Networks
- Alessio Micheli, Giovanna Maria Dimitri, Luca Pedrelli, Marco Tranchida, Lorenzo Bachi, Lucia Billeci, Maria-Aurora Morales, Federico Vozzi:
A Preliminary Evaluation of Machine Learning Models for the Diagnosis of Brugada Syndrome from ECG-Extracted Features. 3-12 - Silvia Caligari, Vincenzo Randazzo, Carla Giustetto, Fiorenzo Gaita, Eros Pasero:
ECG Images Analysis for the Prediction of Fatal Arrhythmic Events in Patients with Brugada Syndrome Based on a Vision Transformer Model. 13-22 - Federico Delrio, Valentina De Vitis, Silvia Caligari, Vincenzo Randazzo, Giansalvo Cirrincione, Eros Pasero:
Enhancing ECG Analysis with a Hybrid Deep Learning Approach: Automatic Detection of Significant Features. 23-33 - Muhammad Mohsin, Stefano Rovetta, Francesco Masulli, Alberto Cabri:
Virtual Mines Component-Level Recycling of Printed Circuit Boards Using Deep Learning. 35-44 - Giorgia Ghione, Vincenzo Randazzo, Eros Pasero, Marco Badami:
Comparison of LSTM-Based Models for the 6-Hour-Ahead and Day-Ahead Forecasting of Photovoltaic Power Generation. 45-54 - Alessandro Betti, Michele Casoni, Marco Gori:
Forward Approximate Solution for Linear Quadratic Tracking. 55-69 - Michele Scarpiniti, Sofia Perticarà, Yong-Cheol Lee, Aurelio Uncini:
Deep Echo State Network for Environmental Sound Classification. 71-82 - Luca Anzilli, Marta Cardin, Ludovico Carrino, Silvio Giove:
A Fuzzy Logic Approach for Pandemic Risk Assessment and Restrictions Design. 83-93 - Marco M. Rosso, Angelo Aloisio, Andrea Matteo De Leo, Maria Basi, Giansalvo Cirrincione, Giuseppe Carlo Marano:
Multi-objective Multi-layer Perceptron Architecture Optimization for Rapid Post-earthquake Damage Evaluation. 95-105 - Giovanni Messuti, Ortensia Amoroso, Ferdinando Napolitano, Mariarosaria Falanga, Paolo Capuano, Silvia Scarpetta:
Uncertainty Estimation via Ensembles of Deep Learning Models and Dropout Layers for Seismic Traces. 107-117 - Francesco Camastra, Angelo Casolaro, Gennaro Iannuzzo:
Time Series Prediction with Missing Data by an Iterated Deep Gaussian Process. 119-125 - Michele Lo Giudice, Nadia Mammone, Umberto Aguglia, Alessandro Salvini, Francesco Carlo Morabito:
A Multi-head CNN for Interictal EEG Classification of Epilepsy and PNES. 127-136 - Giovanni Di Gennaro, Amedeo Buonanno, Antonio Nogarotto, Francesco A. N. Palmieri:
Navigation in Unknown Environment Using Soft Actor-Critic. 137-147 - Luca Anzilli, Marta Cardin, Silvio Giove:
Multi-criteria Evaluation: An Approach Based on Distance Operators. 149-159 - Vincenzo Mariano Scarrica, Angelo Casolaro, Gennaro Iannuzzo, Antonino Staiano:
Intelligent Management of Video-Monitored Parking Areas. 161-170 - Amedeo Buonanno, Giovanni Di Gennaro, Armando Ospedale, Francesco A. N. Palmieri:
Gated Graph Neural Networks for Classification Task. 171-181 - Vincenzo Silvio, Emanuel Di Nardo, Angelo Ciaramella:
Discrete Diffusion Model for Image Captioning by Self-Critical Learning. 183-191 - Oleksiy Chepyk, Arcangelo Bruna, Valeria Tomaselli, Nadia Mammone, Maurizio Campolo, Giuseppe Ruggeri, Cosimo Ieracitano, Francesco Carlo Morabito:
A Deep Neural Model for Embedded Brain-Computer Interfaces Controlled by EEG Signals. 193-201 - Gennaro Mellone, Emanuel Di Nardo, Ciro Giuseppe De Vita, Raffaele Montella, Pietro Patrizio Ciro Aucelli, Angelo Ciaramella:
Exploring the Effectiveness of Slot Attention-Based Classifier in Detecting Underwater Marine Litter: A Study. 203-212 - Bruno Carpentieri, Gianni D'Angelo, Massimo Ficco, Ugo Fiore, Francesco Palmieri:
Network Anomaly Detection Based on Burrows-Wheeler Transform and Variational Autoencoders. 213-223 - Sergio Cannata, Giovanni Cicceri, Giansalvo Cirrincione, Tiziana Currieri, Marta Lovino, Carmelo Militello, Eros Pasero, Francesco Prinzi, Salvatore Vitabile:
ViT-Based Classification of Mammogram Images: Impact of Data Augmentation Techniques. 225-233 - Costanza Anerdi, Jonathan Melchiorre, Vincenzo Randazzo, Giuseppe Carlo Marano:
A Machine Learning-Based Approach for Evaluating Concrete Mix Design Properties. 235-244 - Gabriele Ciravegna:
Shall We Stop Using End-to-End Learning? A Short-Survey of Recent Concept-Based Approaches. 245-254 - Jonathan Melchiorre, Federico Agostini, Leo D'Amato, Marco M. Rosso:
Onset Time Detection of Acoustic Emission Signals for Structural Monitoring with Deep Learning. 255-265 - Filippo Villani, Michele Scarpiniti, Aurelio Uncini:
A Two-Stage Neural Network for Speech Signal Reconstruction from Mel Spectrograms. 267-278 - Elena Sibilano, Alessandra Algieri, Vitoantonio Bevilacqua, Domenico Buongiorno, Antonio Brunetti:
Major Depressive Disorder Classification with 3D CNNs and Grad-CAM Visualization on Structural Magnetic Resonance Images. 279-288 - Federico Longobardi, Nicole Salvatori, Maurizio Fiasché:
Digital Agriculture and Decision Support Systems Algorithms: Realization and Test of Two Predictive Algorithms for Corn Parasites. 289-300 - Antonietta Maria Esposito, Walter De Cesare, Giovanni Macedonio, Flora Giudicepietro:
Automatic Detection of Short Duration Events (SDEs) in Fumarolic Tremor of Campi Flegrei Caldera: Preliminary Results. 301-309 - Claudio Pizzi, Federico Farsura, Marco Corazza, Francesca Parpinel:
Corporate Financial Distress Prediction with Machine Learning Techniques. 311-322
Dynamics of Signal Exchanges and Empathic Systems
- Rosario Frontino, Rosario Gaeta, Rosalba Mosca:
Mining Knowledge from Data: The Case of Ontology Learning. 325-335 - Annarosa Cipriano, Marco Scotto Rosato, Rosanna Veneziano, Rosanna Napolano, Paolo Cotrufo, Stefania Cella:
Emotion Regulation and Childhood Obesity: Co-designing a Mobile App for School-Aged Children. 337-345 - Dario Ceni, Seraphina Fong, Alessandro Carollo, Anna Castiglione, Ilaria Cataldo, Gianluca Esposito, Andrea Bizzego:
Do the Public Green-Light the Green Deal? Sentiment Analysis and Topic Modeling of Italian Tweets Concerning the European Green Transition. 347-355 - Lidia Marassi, Narendra Patwardhan, Stefano Marrone, Carlo Sansone:
Trust in NLP Models: Ethical Considerations on the Reckless Use of AI. 357-363 - Francesco Prinzi, Gennaro Raimo, Pietro Barbiero, Gennaro Cordasco, Pietro Liò, Salvatore Vitabile, Anna Esposito:
Explainable Depression Detection Using Handwriting Features. 365-375 - Francesca Mottola, Augusto Gnisci, Marco Perugini, Ida Sergi:
The Role of Emotionality in the Self-reported and Actual Use of Facebook. 377-393 - Claudia Greco, Giovanni Di Gennaro, Marialucia Cuciniello, Terry Amorese, Maria Santina Ler, Gennaro Cordasco, Amedeo Buonanno, Francesco A. N. Palmieri, Anna Esposito:
Annotated Datasets for Trajectories' Prediction: A Research Agenda. 395-405 - Jaume Teodoro, Marcos Faúndez-Zanuy, Anna Esposito:
The Relevance of Supra Disciplinarity in Innovative Research: The Case of WIRN Annual Congress. 407-416 - Nelson Mauro Maldonato, Benedetta Muzii, Raffaele Sperandeo, Natascia De Lucia, Gianluigi Califano, Cristiano Scandurra, Vincenzo Bochicchio, Francesco Mangiapia, Stefania Sivero, Fabio Carraturo, Anna Esposito:
Can AI Improve Consciousness Disorders Diagnosis? 417-423 - Marcos Faúndez-Zanuy, Jirí Mekyska, Manuel-Vicente Garnacho-Castaño, Pilar Sanz-Cartagena:
On the Intra-Session Variability in Online Signatures. 425-436 - Carla Nasti, Sonia La Resta, Stefania Paternoster, Simona de Falco, Vincenzo Paolo Senese:
A Multilevel Analysis of Different Infant Facial Expression Processing and Its Association with Observed Verbal Responsiveness. 437-446 - Paolo Pagliuca, Davide Yuri Inglese:
The Importance of Functionality over Complexity: A Preliminary Study on Feed-Forward Neural Networks. 447-458 - Luisa Almerico, Anna Pezzella, Simone Pisano, Gennaro Catone, Marzia Maresca, Antonio Irpino, Vincenzo Paolo Senese:
An Application of the Network Analysis to the Study of the Psychometric Properties of the Short Mood and Feeling Questionnaire. 459-471 - Benedetta Muzii, Francesco Mangiapia, Anna Esposito, Raffaele Sperandeo, Gianluigi Califano, Natascia De Lucia, Cristiano Scandurra, Fabio Carraturo, Nelson Mauro Maldonato:
Which Unconscious for Complex Cognitive Systems? 473-479
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